This dataset was produced from a tool available at https://github.com/magic-lantern/icd_file_generator. ICD codes were taken from CMS. The code source, for both the diagnosis and produced codes can be found at https://www.cms.gov/Medicare/Coding/ICD10/2017-ICD-10-CM-and-GEMs.html
pccc_icd10_datasetA data frame with 1000 rows and 31 variables. There is a patient identifier, ten diagnosis codes, ten procedure codes, and ten "other data" values, specifically:
Sequentially assigned patient identifier
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 diagnosis code
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
a ICD 10 procedure codes
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.
Random data to simulate other data often present in export of patient data with 20% of values missing.